[SVLS-7743] Update serverless agentic onboarding documentation (#35088)

TalUsvyatsky · buraizu · web-flow · commit 85257123aa2d · 2026-04-06T15:56:14.000-04:00
* Update serverless agentic onboarding documentation

Add an Onboarding MCP Tool tab

Add tab to each page and remove callout

Move tab order

Standardize suggested prompt

* Just update main page

* Make prompts copyable

* Update content/en/agentic_onboarding/setup.md

Frontend applications -&gt; applications

Co-authored-by: Bryce Eadie &lt;bryce.eadie@datadoghq.com&gt;

* Add link to Infrastructure Monitoring

* Update content/en/agentic_onboarding/setup.md

Co-authored-by: Bryce Eadie &lt;bryce.eadie@datadoghq.com&gt;

* Undo Spanish changes

---------

Co-authored-by: Bryce Eadie &lt;bryce.eadie@datadoghq.com&gt;
diff --git a/content/en/agentic_onboarding/setup.md b/content/en/agentic_onboarding/setup.md
@@ -1,6 +1,6 @@
 ---
 title: Agentic Onboarding Setup
-description: Set up the Datadog MCP server to instrument your frontend applications with coding agents like Cursor or Claude Code.
+description: Set up the Datadog MCP server to instrument your applications with coding agents like Cursor or Claude Code.
 
 ---
 
@@ -10,14 +10,15 @@ Agentic Onboarding is in Preview.
 
 ## Overview
 
-Agentic Onboarding lets LLM coding agents instrument your frontend applications for [Error Tracking][3], [Real User Monitoring (RUM)][4], [Product Analytics][5], and Infrastructure Monitoring with a single prompt.
+Agentic Onboarding lets LLM coding agents instrument your frontend applications for [Error Tracking][3], [Real User Monitoring (RUM)][4], [Product Analytics][5], [Infrastructure Monitoring][8], and [Serverless Monitoring][7] with a single prompt.
 
 Your coding assistant, such as [Cursor][1] or [Claude Code][2], detects your project's frameworks, adds configuration, and provisions required tokens and apps directly from your IDE.
 
 ## Supported frameworks
 Agentic Onboarding is available for the following frameworks:
-- **Error Tracking, RUM, and Product Analytics**: Android, Angular, iOS, Next.js, React, Svelte, Vanilla JS, and Vue. 
+- **Error Tracking, RUM, and Product Analytics**: Android, Angular, iOS, Next.js, React, Svelte, Vanilla JS, and Vue.
 - **Infrastructure Monitoring with Kubernetes**: Terraform, Ansible, Kustomize, and more.
+- **Serverless Monitoring for AWS Lambda**: Terraform, AWS CDK, Serverless Framework, and more.
 
 ## Setup
 
@@ -82,27 +83,23 @@ To get started:
 
    {{< tabs >}}
    {{% tab "Error Tracking" %}}
-   ```console
-   Add Datadog Error Tracking to my project
-   ```
+   {{< code-block lang="text" >}}Add Datadog Error Tracking to my project{{< /code-block >}}
    {{% /tab %}}
 
    {{% tab "Real User Monitoring" %}}
-   ```console
-   Add Datadog Real User Monitoring to my project
-   ```
+   {{< code-block lang="text" >}}Add Datadog Real User Monitoring to my project{{< /code-block >}}
    {{% /tab %}}
 
    {{% tab "Product Analytics" %}}
-   ```console
-   Add Datadog Product Analytics to my project
-   ```
+   {{< code-block lang="text" >}}Add Datadog Product Analytics to my project{{< /code-block >}}
    {{% /tab %}}
 
    {{% tab "Infrastructure Monitoring" %}}
-   ```console
-   Add Datadog for Kubernetes to my project
-   ```
+   {{< code-block lang="text" >}}Add Datadog for Kubernetes to my project{{< /code-block >}}
+   {{% /tab %}}
+
+   {{% tab "Serverless Monitoring" %}}
+   {{< code-block lang="text" >}}Instrument my AWS Lambda functions with Datadog{{< /code-block >}}
    {{% /tab %}}
    {{< /tabs >}}
 
@@ -118,4 +115,6 @@ Commit the changes to your repository and configure the provided environment var
 [4]: /real_user_monitoring/
 [5]: /product_analytics/
 [6]: /integrations/kubernetes
+[7]: /serverless/
+[8]: /containers/kubernetes/
 
diff --git a/content/en/serverless/aws_lambda/instrumentation/_index.md b/content/en/serverless/aws_lambda/instrumentation/_index.md
@@ -15,16 +15,12 @@ further_reading:
 
 ## Overview
 
-Instrument your AWS Lambda applications with a Datadog Lambda Extension to collect traces, enhanced metrics, and custom metrics. The Datadog Lambda Extension is analogous to using the Datadog Agent and Datadog tracing libraries for host-based infrastructure and applications.  
+Instrument your AWS Lambda applications with a Datadog Lambda Extension to collect traces, enhanced metrics, and custom metrics. The Datadog Lambda Extension is analogous to using the Datadog Agent and Datadog tracing libraries for host-based infrastructure and applications.
 
 {{< img src="serverless/serverless_tracing_installation_instructions.png" alt="A diagram that shows how Datadog receives telemetry from your instrumented AWS Lambda application. Your Lambda application, instrumented with a Datadog Lambda Library, sends logs, traces, enhanced metrics, and custom metrics to the Datadog Lambda Extension, which then pushes this data to Datadog." style="width:100%;" >}}
 
 ## Quick start
 
-{{< callout url="https://www.datadoghq.com/product-preview/agentic-onboarding-for-serverless-applications/" btn_hidden="false" header="Agentically add the Datadog to your Lambda Functions.">}}
-  Agentic onboarding for Datadog Serverless is in Preview. Use your favorite AI coding tool such as Cursor or Claude to bulk-add Datadog monitoring to your Lambda functions.
-{{< /callout >}} 
-
 To get started, [sign up for a Datadog account][1] if you don’t already have one. Then, follow the [in-app installation flow in Fleet Automation][8] for AWS Lambda to instrument your Lambda functions. This quick-start configuration enables your functions to send real-time metrics, logs, and traces to Datadog.
 
 A sample application is [available on GitHub][6] with instructions on how to deploy with multiple runtimes and infrastructure-as-code tools.
diff --git a/content/en/serverless/aws_lambda/instrumentation/dotnet.md b/content/en/serverless/aws_lambda/instrumentation/dotnet.md
@@ -17,10 +17,6 @@ further_reading:
 
 <div class="alert alert-info">Version 67+ of the Datadog Lambda Extension is optimized to significantly reduce cold start duration. <a href="/serverless/aws_lambda/configuration/?tab=datadogcli#using-datadog-lambda-extension-v67">Read more</a>.</div>
 
-{{< callout url="https://www.datadoghq.com/product-preview/agentic-onboarding-for-serverless-applications/" btn_hidden="false" header="Agentically add Datadog to your Lambda Functions">}}
-Agentic onboarding for Datadog Serverless is in Preview. Use your favorite AI coding tool such as Cursor or Claude to bulk-add Datadog monitoring to your Lambda functions.
-{{< /callout >}}
-
 ## Setup
 
 {{< tabs >}}
diff --git a/content/en/serverless/aws_lambda/instrumentation/go.md b/content/en/serverless/aws_lambda/instrumentation/go.md
@@ -20,10 +20,6 @@ aliases:
 
 <div class="alert alert-info">Version 67+ of the Datadog Lambda Extension is optimized to significantly reduce cold start duration. <a href="/serverless/aws_lambda/configuration/?tab=datadogcli#using-datadog-lambda-extension-v67">Read more</a>.</div>
 
-{{< callout url="https://www.datadoghq.com/product-preview/agentic-onboarding-for-serverless-applications/" btn_hidden="false" header="Agentically add Datadog to your Lambda Functions">}}
-Agentic onboarding for Datadog Serverless is in Preview. Use your favorite AI coding tool such as Cursor or Claude to bulk-add Datadog monitoring to your Lambda functions.
-{{< /callout >}}
-
 ## Setup
 
 **Note**: Datadog recommends using v2 of the Go tracer to instrument AWS Lambda functions. See the [migration instructions](https://github.com/DataDog/dd-trace-go/tree/main/contrib/aws/datadog-lambda-go) for guidance on upgrading from v1 to v2.
diff --git a/content/en/serverless/aws_lambda/instrumentation/java.md b/content/en/serverless/aws_lambda/instrumentation/java.md
@@ -24,10 +24,6 @@ If you previously set up your Lambda functions using the Datadog Forwarder, see
 
 If you are using the Datadog Lambda layers `dd-trace-java:4` (or older) and `Datadog-Extension:24` (or older), follow the [special instructions to upgrade][10].
 
-{{< callout url="https://www.datadoghq.com/product-preview/agentic-onboarding-for-serverless-applications/" btn_hidden="false" header="Agentically add Datadog to your Lambda Functions">}}
-Agentic onboarding for Datadog Serverless is in Preview. Use your favorite AI coding tool such as Cursor or Claude to bulk-add Datadog monitoring to your Lambda functions.
-{{< /callout >}}
-
 ## Setup
 
 {{< tabs >}}
diff --git a/content/en/serverless/aws_lambda/instrumentation/nodejs.md b/content/en/serverless/aws_lambda/instrumentation/nodejs.md
@@ -22,10 +22,6 @@ aliases:
 
 <div class="alert alert-info">Version 67+ of the Datadog Lambda Extension is optimized to significantly reduce cold start duration. <a href="/serverless/aws_lambda/configuration/?tab=datadogcli#using-datadog-lambda-extension-v67">Read more</a>.</div>
 
-{{< callout url="https://www.datadoghq.com/product-preview/agentic-onboarding-for-serverless-applications/" btn_hidden="false" header="Agentically add Datadog to your Lambda Functions">}}
-Agentic onboarding for Datadog Serverless is in Preview. Use your favorite AI coding tool such as Cursor or Claude to bulk-add Datadog monitoring to your Lambda functions.
-{{< /callout >}}
-
 ## Setup
 
 {{< tabs >}}
@@ -194,7 +190,7 @@ The [Datadog CloudFormation macro][1] automatically transforms your SAM applicat
     ```
 
     Note that the minor version of the `datadog-lambda-js` package always matches the layer version. For example, `datadog-lambda-js v0.5.0` matches the content of layer version 5.
-   
+
     You cannot install the Datadog Lambda Library as a layer if you are deploying your Lambda function as a container image.
 
 2. Install the Datadog Lambda Extension
@@ -315,7 +311,7 @@ To configure Datadog using SST v3, follow these steps:
   1. Configure the Datadog Lambda Library and Datadog Lambda Extension layers
 
      - The available `<RUNTIME>` options are: {{< latest-lambda-layer-version layer="node-versions" >}}.
-  
+
   2. Add `dd-trace` and `datadog-lambda-js` to the `nodejs.install` list
 
   3. Fill in the environment variable placeholders:
@@ -325,7 +321,7 @@ To configure Datadog using SST v3, follow these steps:
      - Replace `<SERVICE_NAME>` with the name of the Lambda function's service
      - Replace `<DATADOG_SITE>` with {{< region-param key="dd_site" code="true" >}}. (Ensure the correct [Datadog site][1] is selected on this page)
      - Replace `<VERSION>` with the version number of the Lambda function
-    
+
   4. [Apply the Datadog wrapper in your function code][2]
 
 [1]: /getting_started/site/
@@ -473,4 +469,4 @@ exports.handler = async (event) => {
 [9]: /serverless/aws_lambda/distributed_tracing/#span-auto-linking
 [10]: https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/Streams.html
 [11]: /serverless/aws_lambda/remote_instrumentation
-[12]: /serverless/aws_lambda/configuration?tab=datadogcli#collect-the-request-and-response-payloads
+[12]: /serverless/aws_lambda/configuration?tab=datadogcli#collect-the-request-and-response-payloads
diff --git a/content/en/serverless/aws_lambda/instrumentation/python.md b/content/en/serverless/aws_lambda/instrumentation/python.md
@@ -21,10 +21,6 @@ algolia:
 
 <div class="alert alert-info">Version 67+ of the Datadog Lambda Extension is optimized to significantly reduce cold start duration. <a href="/serverless/aws_lambda/configuration/?tab=datadogcli#using-datadog-lambda-extension-v67">Read more</a>.</div>
 
-{{< callout url="https://www.datadoghq.com/product-preview/agentic-onboarding-for-serverless-applications/" btn_hidden="false" header="Agentically add Datadog to your Lambda Functions">}}
-Agentic onboarding for Datadog Serverless is in Preview. Use your favorite AI coding tool such as Cursor or Claude to bulk-add Datadog monitoring to your Lambda functions.
-{{< /callout >}}
-
 ## Setup
 
 {{< tabs >}}
@@ -485,4 +481,4 @@ def get_message():
 [9]: /serverless/aws_lambda/distributed_tracing/#span-auto-linking
 [10]: https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/Streams.html
 [11]: /serverless/aws_lambda/remote_instrumentation
-[12]: /serverless/aws_lambda/configuration?tab=datadogcli#collect-the-request-and-response-payloads
+[12]: /serverless/aws_lambda/configuration?tab=datadogcli#collect-the-request-and-response-payloads
diff --git a/content/en/serverless/aws_lambda/instrumentation/ruby.md b/content/en/serverless/aws_lambda/instrumentation/ruby.md
@@ -23,10 +23,6 @@ aliases:
 
 <div class="alert alert-info">Version 67+ of the Datadog Lambda Extension is optimized to significantly reduce cold start duration. <a href="/serverless/aws_lambda/configuration/?tab=datadogcli#using-datadog-lambda-extension-v67">Read more</a>.</div>
 
-{{< callout url="https://www.datadoghq.com/product-preview/agentic-onboarding-for-serverless-applications/" btn_hidden="false" header="Agentically add Datadog to your Lambda Functions">}}
-Agentic onboarding for Datadog Serverless is in Preview. Use your favorite AI coding tool such as Cursor or Claude to bulk-add Datadog monitoring to your Lambda functions.
-{{< /callout >}}
-
 ## Setup
 
 {{< tabs >}}
